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    • 4. 发明申请
    • System for Personalized Term Expansion and Recommendation
    • 个人化期限扩展和推荐制度
    • US20110035350A1
    • 2011-02-10
    • US12537157
    • 2009-08-06
    • Roelof van ZwolBorkur SigurbjornssonAdam Rae
    • Roelof van ZwolBorkur SigurbjornssonAdam Rae
    • G06N5/02
    • G06F17/241
    • Disclosed are methods and apparatus for providing a set of recommended annotations. A set of tags associated with a content item within a content sharing system is identified, where the content item is associated with a user of the content sharing system. A set of global tag co-occurrences within the content sharing system is identified for the set of tags, where each of the global tag co-occurrences in the set of global tag co-occurrences identifies a pair of tags including one of the set of tags, wherein the pair of tags have both been used together to tag at least one of the content items within the content sharing system. One or more sets of personal tag co-occurrences is identified for the set of tags, where each of the sets of personal tag co-occurrences is used in a corresponding one of one or more personal contexts of the content sharing system, the one or more personal contexts relating to the user of the content sharing system. Each of the personal tag co-occurrences in the sets of personal tag co-occurrences identifies a pair of tags including one of the set of tags that have both been used together to tag at least one content item within a corresponding one of the one or more personal contexts. A set of recommended tags is generated from the set of global tag co-occurrences and the one or more sets of personal tag co-occurrences.
    • 公开了用于提供一组推荐注释的方法和装置。 识别与内容共享系统内的内容项目相关联的一组标签,其中内容项目与内容共享系统的用户相关联。 针对该组标签识别内容共享系统内的一组全局标签共同出现,其中全局标签共同出现集合中的全局标签共同出现的每一个标识一对标签,其包括一组标签 标签,其中所述一对标签都被一起用于标记所述内容共享系统内的所述内容项中的至少一个。 为一组标签识别一组或多组个人标签共同事件,其中,个体标签共同出现的每一组在内容共享系统的一个或多个个人上下文中的相应一个中使用,一个或多个 与内容共享系统的用户有关的更多个人情境。 个人标签共同组合中的每个个人标签共同出现识别包括一组标签中的一个标签的一对标签,这两个标签之一已被一起用于标记一个或多个相应的一个或多个标签内的至少一个内容项目 更多的个人情境。 一组推荐的标签是从全局标签共同组合和一组或多组个人标签共同出现而生成的。
    • 6. 发明申请
    • SYSTEM AND METHOD FOR A USER INTERFACE TO NAVIGATE A COLLECTION OF TAGS LABELING CONTENT
    • 用于用户界面导航标签标签内容的系统和方法
    • US20090265631A1
    • 2009-10-22
    • US12106169
    • 2008-04-18
    • Borkur SigurbjornssonRoelof van Zwol
    • Borkur SigurbjornssonRoelof van Zwol
    • G06F3/00
    • G06Q10/10G06F16/338G06F16/5866
    • An improved system and method for visualizing and navigating a collection of tags labeling content in a user interface is provided. A visualization displaying a categorized subset of related tags may be generated in a user interface from a collection of tags labeling content items. One or more tags may be submitted in a query, a ranked list of related tags may be determined and clustered into categories, and then the clusters of related tags may be sent to a client device for display. A client device may display the categories and the related tags in each category and representative content items labeled by the related tags. The search space of a collection of tags may be refined by adding additional tags to a search query or may be expanded by removing tags from a search query, and an updated visualization may be generated for the requested search scope.
    • 提供了一种用于在用户界面中可视化和导航标签内容的标签集合的改进的系统和方法。 显示相关标签的分类子集的可视化可以在标签内容项的标签集合的用户界面中生成。 可以在查询中提交一个或多个标签,可以确定相关标签的排序列表并将其聚类成类别,然后将相关标签的集群发送到客户端设备进行显示。 客户端设备可以显示每个类别中的类别和相关标签以及由相关标签标示的代表性内容项。 可以通过向搜索查询添加附加标签来改进标签集合的搜索空间,或者可以通过从搜索查询中移除标签来扩展标签的搜索空间,并且可以为所请求的搜索范围生成更新的可视化。
    • 8. 发明授权
    • System for personalized term expansion and recommendation
    • 个性化术语扩充和推荐系统
    • US08370286B2
    • 2013-02-05
    • US12537157
    • 2009-08-06
    • Roelof van ZwolBorkur SigurbjornssonAdam Rae
    • Roelof van ZwolBorkur SigurbjornssonAdam Rae
    • G06F17/00G06N5/02G06F9/44G06N7/02G06N7/06G06N7/04
    • G06F17/241
    • Disclosed are methods and apparatus for providing a set of recommended annotations. A set of tags associated with a content item within a content sharing system is identified, where the content item is associated with a user of the content sharing system. A set of global tag co-occurrences within the content sharing system is identified for the set of tags, where each of the global tag co-occurrences in the set of global tag co-occurrences identifies a pair of tags including one of the set of tags, wherein the pair of tags have both been used together to tag at least one of the content items within the content sharing system. One or more sets of personal tag co-occurrences is identified for the set of tags, where each of the sets of personal tag co-occurrences is used in a corresponding one of one or more personal contexts of the content sharing system, the one or more personal contexts relating to the user of the content sharing system. Each of the personal tag co-occurrences in the sets of personal tag co-occurrences identifies a pair of tags including one of the set of tags that have both been used together to tag at least one content item within a corresponding one of the one or more personal contexts. A set of recommended tags is generated from the set of global tag co-occurrences and the one or more sets of personal tag co-occurrences.
    • 公开了用于提供一组推荐注释的方法和装置。 识别与内容共享系统内的内容项目相关联的一组标签,其中内容项目与内容共享系统的用户相关联。 针对该组标签识别内容共享系统内的一组全局标签共同出现,其中全局标签共同出现集合中的全局标签共同出现的每一个标识一对标签,其包括一组标签 标签,其中所述一对标签都被一起用于标记所述内容共享系统内的所述内容项中的至少一个。 为一组标签识别一组或多组个人标签共同事件,其中,个体标签共同出现的每一组在内容共享系统的一个或多个个人上下文中的相应一个中使用,一个或多个 与内容共享系统的用户有关的更多个人情境。 个人标签共同组合中的每个个人标签共同出现识别包括一组标签中的一个标签的一对标签,这两个标签之一已被一起用于标记一个或多个相应的一个或多个标签内的至少一个内容项目 更多的个人情境。 一组推荐的标签是从全局标签共同组合和一组或多组个人标签共同出现而生成的。